Quantitative Trading & Research - Applied Researcher - Agentic AI Systems - Associate

Posting descriptionAt JPMorganChase, we’re building the next generation of AI-powered workflow automation. This is a hands-on role for someone who thrives on ambiguity, ships quickly, and is energized by hard technical challenges.Job SummaryAs an Associate Applied Researcher in the Quantitative Trading & Research (QTR) Team, you’ll sit at the intersection of applied research and production engineering turning frontier GenAI capabilities into reliable, high-leverage agentic systems that transform how we respond to inbound client requests.Job responsibilitiesBuild agentic systems end-to-end: design, prototype, and productionize multi-step LLM agents that retrieve context and generate accurate, well-structured responsesDrive applied research by evaluating emerging techniques (tool use, planning, retrieval, evaluation frameworks, fine-tuning, prompt optimization) and integrating the best into productionOwn the full loop from problem framing and dataset construction through model/agent design, evaluation, deployment, and monitoringImprove quality systematically via evals, error analysis, and feedback loops that convert subjective issues into measurable fixesPartner cross-functionally with sales, quant research, trading, product, and engineering to deeply understand RFQ/client workflows and ship adopted solutionsBuild and maintain production-grade code and systems that are observable, robust, and scalableContribute to technical direction and standards for agent design, evaluation, and safe deploymentRequired qualifications, capabilities, and skillsStrong coding skills (Python preferred) and comfort owning production codeAdvanced degree in Computer Science, Data Science, Machine Learning, or related field.Hands-on experience building with LLMs (agent frameworks, tool use, RAG, prompt engineering, evals)Strong understanding of modern GenAI capabilities, failure modes, and practical mitigation strategiesDemonstrated applied research track record delivering ML/AI systems that moved a real business or user metricAbility to explain technical tradeoffs to non-technical stakeholders and write clearlyBias to action; comfortable working in ambiguity with rapidly evolving requirementsStrong ownership mindset with a focus on improving what’s broken without waiting for permissionPreferred qualifications, capabilities, and skillsExperience with Equity Derivatives and PricingFamiliarity with evaluation frameworks, LLM observability, or fine-tuning open-weight modelsExperience scaling an agentic prototype into a production system used by real usersExperience designing and operating monitoring/QA processes for LLM outputs (quality, safety, reliability) JPMorganChase, one of the oldest financial institutions, offers innovative financial solutions to millions of consumers, small businesses and many of the world’s most prominent corporate, institutional and government clients under the J.P. Morgan and Chase brands. Our history spans over 200 years and today we are a leader in investment banking, consumer and small business banking, commercial banking, financial transaction processing and asset management. We offer a competitive total rewards package including base salary determined based on the role, experience, skill set and location. Those in eligible roles may receive commission-based pay and/or discretionary incentive compensation, paid in the form of cash and/or forfeitable equity, awarded in recognition of individual achievements and contributions. We also offer a range of benefits and programs to meet employee needs, based on eligibility. These benefits include comprehensive health care coverage, on-site health and wellness centers, a retirement savings plan, backup childcare, tuition reimbursement, mental health support, financial coaching and more. Additional details about total compensation and benefits will be provided during the hiring process. We recognize that our people are our strength and the diverse talents they bring to our global workforce are directly linked to our success. We are an equal opportunity employer and place a high value on diversity and inclusion at our company. We do not discriminate on the basis of any protected attribute, including race, religion, color, national origin, gender, sexual orientation, gender identity, gender expression, age, marital or veteran status, pregnancy or disability, or any other basis protected under applicable law. We also make reasonable accommodations for applicants’ and employees’ religious practices and beliefs, as well as mental health or physical disability needs. Visit our FAQs for more information about requesting an accommodation.JPMorgan Chase & Co. is an Equal Opportunity Employer, including Disability/VeteransJ.P. Morgan’s Commercial & Investment Bank is a global leader across banking, markets, securities services and payments. Corporations, governments and institutions throughout the world entrust us with their business in more than 100 countries. The Commercial & Investment Bank provides strategic advice, raises capital, manages risk and extends liquidity in markets around the world. Full timePosting Date: 2026-06-05